ai-product-management

Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.

🤖 Resources for AI product managers.

The most expensive bug in AI-assisted building is shipping the wrong thing, well. A drop-in CLAUDE.md / AGENTS.md for PM + eng teams using Claude Code, Cursor, or Codex: 7 principles for problem framing, scope, tradeoffs, and outcome measurement. Built on @karpathy's observations.

Evidence-grounded market research prototype with traceable AI workflows.

A curated guide to AI product management: frameworks, tools, skills, career paths, and resources for PMs building AI products.

食毅：已上线的 AI 饮食记录微信小程序，采用多模态识别、Human-in-the-loop 与确定性营养护栏

A Safe AI learning space for product managers. 40+ local tools to turn FOMO into fluency. Learn by building prototypes, and solving real PM problems with AI

AI product manager skills for Codex/Claude: brainstorming, product research, PRD workflows, requirements review, and planning handoff.

Learn to evaluate AI products for production — 21 hands-on lessons on evals, metrics, fairness, agents, red teaming, and release decisions for working PMs.

A complete, verified guide to becoming an AI Product Manager and passing AI PM interviews: LLM and ML foundations, evals, RAG, agents, product craft, 7 industry domains, sourced case studies, a 160+ question interview bank, and career resources. Every fact sourced, no hallucinations.

王博文（Moro）的 GitHub 主页｜AI 产品原型、架构拆解与工作流实践

🧠 Automated AI Knowledge Base for Product Managers — 4-pillar system with self-evolving knowledge graph. Updates every 4h.

Evidence-based skills for designing and improving AI product operating models

Installable Claude Code plugins for AI product evaluation, model routing, guarded loops, and MCP migration decisions.

Turn RAG system evolution into solution packages you can review, port - and reject. Two independently adoptable design packages (knowledge compilation / governed improvement), 40 claims with evidence coordinates, contracts, governance gates, D0-D5 handoff. Docs only: no runtime code, no unverified benefit numbers.

An autonomous AI Chief of Staff inside your IDE (Cursor/Claude). Gain the leverage to escape the feature factory, elevate your product sense, and focus on building the right thing with exceptional taste.

Orchestrator/sub-agent RCA system with a production-grade eval and observability harness — LangGraph agents, Ragas/Promptfoo evals, OTel tracing.

An AI agent that decides how I spend my hour. Composes a daily commute briefing from email, podcasts, AI videos, and gym classes — narrated by ElevenLabs, mixed with Lenny's actual podcast voice, delivered to my iPhone.

A self-running fleet of AI agents that teaches its owner to think like an AI product manager - and maintains itself daily with no babysitting. Built on Claude Code.

A framework of templates, scorecards, and a web app for writing AI-native feature requirements that answer the hard questions before engineering starts.